
No Stamp → No Sponsored Serve
When AI generates or serves sponsored content, "we reviewed it" is not a gate. Good Proof verifies sponsored AI influence at serve time with a live status check and portable evidence.
Scope-limited verification. Not certification. Acceptance depends on counterparty or programme requirements.
Runtime verification for sponsored AI influence at serve time.
Good Proof does not score ad quality. It verifies whether sponsored AI influence met defined controls at decision time.
AI-generated sponsored content is scaling across search, social, and conversational surfaces.
The failure mode isn't "the ad was wrong." It's: a sponsored output served and nobody can prove it was authorized, disclosed, and within policy at serve time.
Screenshots and logs don't satisfy regulators, brand safety partners, or litigation — they don't travel, aren't revocable, and don't capture policy state.
Pressure points converging:
Good Proof provides a portable verification object: a Status Link + IDA Evidence Pack that proves what was authorized, disclosed, and within policy at serve time.
Sponsored influence scrutiny, disclosure requirements, and partner assurance demands are converging.
AI-generated sponsored content is scaling across search, social, and conversational surfaces — regulators and partners are watching.
Jurisdictional disclosure requirements vary and are expanding. Portable proof of disclosure state at serve time is becoming a procurement requirement.
Brand safety partners and advertisers demand verifiable controls — screenshots and internal dashboards don't travel.
Sponsors challenge takedowns. Teams can't prove what was authorized vs. what changed. Status history solves this.
Evidence lives in ad servers, review queues, policy dashboards, and email threads. None of it is portable or revocable.
Partners need proof without user profiles, targeting data, or raw creative payloads. References and hashes satisfy this.
Good Proof provides scope-limited verification evidence and stop-rely semantics. It is not a certification.

In disputes: Status Link = reliance state now. IDA Evidence Pack = fileable serve-time snapshot.
Scope-limited verification. Not certification. Acceptance depends on counterparty or programme requirements.

High-impact ad action classes (define per programme):
Reference to verified sponsor identity at ad instruction time (not full KYC payload).
Hash/reference for creative provenance chain (not creative asset storage by default).
Risk classification of claims in the ad content (health, financial, political, etc.).
Reference to machine-readable disclosure: sponsor, material connection, and regulatory flags.
Segment/jurisdiction IDs for targeting boundaries (not raw user profile data).
Version references for ad policy, content moderation model, and enforcement rules.
If sponsored output cannot be safely recalled, it must be verifiable and revocable before serve.
A counterparty-verifiable link that returns current validity within scope.
A time-stamped snapshot you can forward, file, and cite.
PDFs are great for filing. Status Links keep them current.
Every sponsored output must pass a status gate before serve. Non-VALID states trigger fail-closed behavior.
Ad verified. Serve permitted.
Policy/creative changed. Re-verify.
Stop serving immediately.
No proof exists. Block.
Fail-closed: if status ≠ VALID at serve time, sponsored output does not serve.
VALID = valid within scope (not a guarantee of claim truthfulness or ad effectiveness).
Serve sponsored output.
Do not serve sponsored output.
Serve eligible non-sponsored output and log state + timestamp for audit.
Status triggers define when a Status Link moves to NEEDS_REFRESH or WITHDRAWN. Understanding these ensures fail-closed enforcement at serve time.
When any of these occur, re-verify before serve.
NEEDS_REFRESH means "re-verify before you serve," not "schedule a meeting."
Stop-serve signal. Ad must not serve.
Fail-closed: Wherever the Status Link is checked, if WITHDRAWN → block or escalate.
Insert status check at the final sponsored output decision point. If status ≠ VALID, block sponsored serve.
Status check before serve in exchange flows. Structured fail-closed response handling for bid/serve pipelines.
Policy, sponsor, and context change events sync status updates. Material changes trigger NEEDS_REFRESH automatically.
Millisecond status checks for serve-time gates. Structured fail-closed response with scope + expiry + signer.
High-impact gating only. Everything else runs normally.
Prompts can drift. Ad policy enforcement must not.
Good Proof does not decide ad outcomes; it controls whether sponsored actions are safe to serve.
Serve-time snapshot for audit, disputes, and regulatory inquiries.
Data-minimized by default. Programme-gated access when required.
No login portal required. Evidence portability for disputes, procurement, and regulator review.
Platform, advertiser, and ecosystem buyers with high-impact ad accountability.
Pain: Ads get challenged and we can't prove what was approved at serve time.
Outcome: Status Link shows ad validity state; withdrawal propagates instantly.
Book an Ad Integrity SprintPain: Regulatory scrutiny on AI-generated ads; no portable proof of disclosure.
Outcome: Evidence Pack captures disclosure + policy version at instruction time.
Book an Ad Integrity SprintPain: Sponsors dispute takedowns; no way to show what changed.
Outcome: Status transitions are traceable; refresh triggers document policy changes.
Book an Ad Integrity SprintPain: Verification evidence exposes too much — targeting data, user profiles, creative content.
Outcome: Data-minimized by default. References and hashes, not raw payloads.
Book an Ad Integrity SprintPain: Adding controls means rearchitecting the ad pipeline.
Outcome: Status gate at final serve decision point. Verify API returns in milliseconds.
Book an Ad Integrity SprintPain: Exchange partners need proof without system integration or portal access.
Outcome: Verify by link. Status + scope + expiry returned without internal account access.
Book an Ad Integrity SprintPain: Enforcement investigations require disclosure state evidence that doesn't exist portably.
Outcome: Fileable Evidence Pack with serve-time snapshot and redaction matrix.
Pain: Audit evidence is system-bound and stale by the time it's exported.
Outcome: Live Status Link for current state; Evidence Pack for time-of-serve record.
Pain: Dispute resolution lacks portable, time-stamped evidence of serve-time controls.
Outcome: Evidence Pack is structured for counsel review and regulatory filing.
Usually funded from existing trust, safety, and compliance lines — not new category spend.
Trigger: Regulatory inquiry, partner audit, or disputed takedown
Why it fits: Portable evidence + fail-closed reliance control reduce dispute resolution cost.
Trigger: Jurisdictional disclosure requirement change or enforcement action
Why it fits: Serve-time disclosure proof satisfies evidence requirements without system exports.
Trigger: Sponsor disputes, litigation, or regulatory challenge
Why it fits: Decision-time snapshot + live status make serve-time controls defensible.
Trigger: Enterprise partner requiring verification as procurement condition
Why it fits: Counterparty-verifiable status without portal access or NDA for basic verification.
Trigger: AI ad scaling outpacing review capacity or evidence portability
Why it fits: Machine-checkable serve-time gates reduce manual review dependency for status checks.
Trigger: AI-generated ad flows entering production without portable verification
Why it fits: Pre-serve gate ensures every sponsored output has verifiable, revocable proof.
Start with one high-impact ad lane and prove dispute/audit friction reduction before expansion.


When liability lands on a person, the sign-off should too.
Conflict-checked · Rotation-based · Audit-traceable · Programme-scoped
Most ad decisions remain automated. Humans step in only where human finality is required: high-risk claim appeals, disputed takedowns, or edge cases that cannot be safely automated.
Guardians are exception-only, not required for normal real-time ad serving. Controls: conflict checks, rotation, multi-review for high-risk claims, sampling audits.
Mind Chill began in 2017 as immersive art built to reduce anxiety and create calm at scale. Then the same feeds that buried calm and rewarded outrage started training the systems that now make real decisions. We didn't want more rhetoric. We wanted receipts.
A message arrived: someone's child felt safer because of what they experienced. Around the same time, lived experience inside our own community made one thing obvious: the nuance that matters in high-impact decisions can't be reliably reduced to a prompt. So we designed a human layer for the edge cases—structured, scope-bound, and auditable.
Mind Chill Guardians come from different countries, backgrounds, and lived realities. That diversity is not branding—it's risk reduction. It makes decisions harder to game, easier to challenge, and more credible under scrutiny. Guardians do not "run the system." They review only what the lane requires humans to own.
Operational Guardians plug into Good Proof lanes as a controlled finality mechanism: conflict checks, rotation, multi-review where required, and an audit trace tied to a Status Link. Minimal disclosure by default. If a decision is appealed months later, you can show what happened, within scope, without dumping sensitive payloads.
Not a certification. Scope-limited verification. Acceptance depends on counterparty/programme requirements.
Sponsor types, claim classes, jurisdictions, evidence window, and what triggers refresh or withdrawal.
No Stamp, NOT VERIFIED, or NEEDS REFRESH → block sponsored serve or escalate (per programme runbook).
Issue the Status Link and generate the Evidence Pack automatically at serve time.
Guardians handle exceptions and disputes inside defined scope, with anti-rubber-stamp controls.
Template language for your legal team.
"For [High-Impact Ad Action Classes], Supplier shall issue a Good Proof Stamp prior to serve. Buyer may verify status via the Status Link. Stamps returning NOT VERIFIED, NEEDS REFRESH, or WITHDRAWN shall block or escalate per programme runbooks."
Definitions + operating rules procurement teams can copy/paste.
Verifier availability target: [___]%. P99 verify latency: [___] ms. Propagation time: [___] seconds. Support turnaround: [___] hours.
Default evidence window: [90] days (configurable 30–365). Verification transcripts retained per programme schedule.
Not legal advice. Bracketed variables to be completed by the parties.
Procurement pack available: architecture summary, data handling overview, subprocessors, retention options.

What you get in 30 days
Make sponsored AI outputs verifiable, scope-bound, and revocable by link.
Scope-limited verification. Not certification. Acceptance depends on counterparty or programme requirements.